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Shanthababu P's Blog (9)

Machine Learning Model Selection strategy for Data Scientists and ML Engineers



"Thus learning is not possible without inductive bias, and now the question is how to choose the right bias. This is called…

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Added by Shanthababu P on September 24, 2021 at 12:30am — No Comments

Top 20 Data Science and Machine Learning Projects in Python (Part-II)

Guys! I hope you all are enjoyed reading my earlier article Part - I 10/20, and I trust that would be useful for you. Let's discuss the rest of the project quickly.

11. Learn to…

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Added by Shanthababu P on September 22, 2021 at 11:00am — 20 Comments

Twenty Projects in Data Science Using Python (Part-I)

Young and dynamic data science and machine learning enthusiasts are all are very interested in making a career transition by learning and doing as much hands-on learning as possible with these technologies and concepts as Data Scientists or Machine Learning Engineers or Data Engineers or Data…

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Added by Shanthababu P on July 28, 2021 at 8:00am — 1 Comment

Doing Python Math Operations With Numpy (Part III)

In my previous post, I explored how to use Pandas to work with data frames and similar structures. In this post, I want to go to the next level and discuss the magical operations available with…

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Added by Shanthababu P on July 24, 2021 at 11:00am — 1 Comment

The Secret behind Train and Test Split in Machine Learning Process

What is Data Science and Machine Learning?

 Data Science

  • Data Science is a broader concept and multidisciplinary.
  • Data science is a general process and method that analyze and manipulate data.
  • Data science…
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Added by Shanthababu P on May 13, 2021 at 9:30pm — 1 Comment

Learn More On Advance Pandas and NumPy for Data Science (Part -II)

Learn More On Advance Pandas and NumPy for Data Science (Part -II) Cont.......

Welcome Back to Part II article. Hope you all enjoyed the content coverage there, here will continue with the same rhythm and learn more in that space.

We have…

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Added by Shanthababu P on May 9, 2021 at 11:42am — No Comments

Feeding Your Inner Panda: Pandas and NumPy for Data Science (Part 1)

Every Data Scientist knows that Pandas and NumPy are very powerful libraries, due its capabilities and flexibilities. In this article, we're going to…

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Added by Shanthababu P on May 6, 2021 at 1:00am — 1 Comment

Secret behind the Dimensionality Reduction for Data Scientist

Dimensionality Reduction Data Science

Hello! I like to share my interesting experience While I was working as a junior Data Scientist, I can even say I was a beginner during that time in this data science domain.

One of the customers came to us for machine learning implementation for their problem statement in either way unsupervised and supervised forms, I thought it was going to be as usual mode of execution and process because based on my experience for small scale implementation or during my…

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Added by Shanthababu P on May 1, 2021 at 6:00am — 1 Comment

Feature Engineering At a glance

Data Science Lifecycle revolves around using various analytical methods to produce insights and applying Machine Learning techniques to do the predictions from the collected dataset. The main objective is to achieve a business challenge.

The entire process involves…

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Added by Shanthababu P on March 17, 2021 at 4:30am — No Comments

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